Rchr
J-GLOBAL ID：200901037657969531
Update date: Apr. 01, 2024
Takagi Tatsuya
タカギ タツヤ | Takagi Tatsuya
Affiliation and department：
Job title：
Professor
Homepage URL (1)：
https://researchmap.jp/ttakagi0530
Research field (3)：
Pharmacology
, Pharmaceuticals - health and biochemistry
, Statistical science
Research keywords (9)：
Artificial Intelligence (AI)
, Machine Learning
, 社会情報薬学
, 環境計量薬学
, 計量薬学
, 医薬情報学
, Social Pharmainformatics
, Environmental Pharmaceutical Metric Sciences
, pharmainformatics
Research theme for competitive and other funds (27)：
- 2020 - 2023 代数計算と数値計算の融合を戦略とする医薬品候補物の副作用予測モデルの創造への挑戦
- 2020 - 2023 複数の教師付き機械学習の相関関係を用いた理論化学計算結果の医薬品設計への応用
- 2017 - 2022 代数計算と数値計算の融合を戦略とする医薬品候補物の副作用予測モデルの創造への挑戦
- 2017 - 2020 Development and Applications of Nonlinear Dimension Reduction with Weak Supervisiors
- 2015 - 2020 医薬品候補化合物の副作用発症確率を予測する数理モデルの創成
- 2013 - 2017 An approach for eliminating chance correlations and its application to pharmaceutical data.
- 2012 - 2016 Development of platform technologies for antisense oligonucleotide-based therapeutics by a combination of nucleic acids chemistry and information sciences
- 2009 - 2012 Study on Adverse Events ofDrugs usingData Mining
- 2008 - 2010 Environmental disease : environmental alteration and infectious disease
- 2003 - 2004 Development of novel multiple comparison method and decision tree method using resampling techniques and its applications to medical and pharmaceutical data.
- 2001 - 2002 Nonlinear Factor Analysis using HEP Neural Network and Its Application to Pharmaceutical and Medical Data
- 1999 - 2000 Non-linear Analysis of Medical and Pharmaceutical Data using Neural Network and Generalized Additive Model
- 1996 - 1997 Improvement of Artificial Neural Networks and Its Applications to QSARs.
- 1994 - 1995 金属イオンの膜透過性を支配する天然超分子のNMRによる研究
- 1994 - 1994 金属イオンの膜透過性を支配する天然超分子のNMRによる研究
- 1993 - 1994 DEVELOPMENT OF AN EASY ESTIMATION SYSTEM OF DAILY ENERGY EXPENDITURE AND DESIRABLE ADDITIONAL EXERCISE FOR THE GENEWRAL PUBLIC
- 1993 - 1993 GUI環境下の遺伝子解析ソフトウェアの作成
- 医薬品相互作用データベースシステムの構築
- 薬剤疫学による医薬品副作用のチェック
- 医薬情報データベースの基礎的研究
- 3D-QSAR法の改良
- 非線形統計学的・数理科学的手法の開発・改良・熟成とその薬学への応用
- Development of Data Base Systems for Drug Interactions
- Study on Side Effects of Drugs basedon Pharmacoepidemiology
- Basic Studies on Drug Information Data Base
- Revision of the 3D-QASR(Auantitative Structure-Activity Relationship) Method
- Revision of the Non-Linear Statistiral Method and Its Application to Pharmaceutical Sciences
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Papers (226)：
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Hiroto Asano, Yu-Shi Tian, Asuka Hatabu, Tatsuya Takagi, Mikiko Ueda, Kenji Ikeda. Safety comparisons among monoamine oxidase inhibitors against Parkinson’s disease using FDA adverse event reporting system. Scientific Reports. 2023. 13. 1. 1-10
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Shosuke Mizutani, Yi Zhou, Yu-Shi Tian, Tatsuya Takagi, Tadayasu Ohkubo, Satoshi Hattori. DTAmetasa: an R shiny application for meta-analysis of diagnostic test accuracy and sensitivity analysis of publication bias. Research Synthesis Methods. 2023. 2023. 1-11
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Zixuan Wang, Yi Zhou, Tatsuya Takagi, Jiangning Song, Yu-Shi Tian, Tetsuo Shibuya. Genetic algorithm-based feature selection with manifold learning for cancer classification using microarray data. BMC Bioinformatics. 2023. 24. 1. 1-22
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Tatsuya TAKAGI. How Beneficial or Threatening is Artificial Intelligence?. Chem-Bio Informatics Journal. 2023. 23. 7-13
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Katsuya Okada, Yi Zhou, Noriyasu Hashida, Tatsuya Takagi, Yu-Shi Tian. The efficacy of Golimumab against non-infectious uveitis: a PRISMA-compliant systematic review and meta-analysis. Ocular Immunology and Inflammation. 2022. 30. 1-11
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MISC (105)：
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Tatsuya TAKAGI. What will artificial intelligence bring us? What will it take away from us?. 2024. 76. 1. 28-32
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Tatsuya TAKAGI. How Beneficial or Threatening is Artificial Intelligence?. 2023. 11. 2. 5-5
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渡邉一樹, 渡邉一樹, 渡邉千鶴, 渡邉千鶴, 本間光貴, 田雨時, 川嶋裕介, 川下理日人, 星野忠次, 西田紀貴, et al. FMO計算によるSARS-CoV-2変異株RBD-中和抗体間の相互作用解析. 日本薬学会関東支部大会講演要旨集. 2021. 65th
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Kawashima Yusuke, Kawashima Yusuke, Mori Natsumi, Kawashita Norihito, Tian Yu-Shi, Takagi Tatsuya. Combining self-organizing maps and hierarchical clustering for protein-ligand interaction analysis in post-fragment molecular orbital calculation. Chem-Bio Informatics Journal (Web). 2021. 21
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Watanabe Kazuki, Watanabe Chiduru, Watanabe Chiduru, Honma Teruki, Tian Yu-Shi, Kawashima Yusuke, Kawashita Norihito, Fukuzawa Kaori, Fukuzawa Kaori, Takagi Tatsuya. Computational Ab Initio Interaction Analyses between Neutralizing Antibody and SARS-CoV-2 Variant Spike Proteins Using the Fragment Molecular Orbital Method. Bulletin of the Chemical Society of Japan (Web). 2021. 94. 6
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Books (6)：
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Recent Advances of the Fragment Molecular Orbital Method: Enhanced Performance and Applicability
Springer 2021 ISBN:9789811592355
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タンパク質分析
丸善出版 2012 ISBN:9784621086155
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生物学のための統計学入門
化学同人 2009
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Developing Sequence Analysis Tools on Web Server
Proceedings Genome informatics workshop 1995
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定量的構造活性相関論-考え方と解き方
廣川書店 1993
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Works (27)：
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オーファンドラッグのリスク管理システム構築に関する基盤的研究
2011 -
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医薬学分野で要する統計解析の理解促進に資するWebアプリケーションの構築
2010 -
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データマイニングを用いた医薬品併用による有害事象の発見
2010 -
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Development of Web Applications for learning Statistics in the field of Medical and Pharmaceutical
2010 -
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Investigation of Adverse Reactions of Drugs using Data Mining Method
2010 -
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Education (3)：
- 1979 - 1980 Osaka University
- - 1979 Osaka University School of Pharmaceutical Sciences
- - 1979 Osaka University Faculty of Pharmaceutical Science
Professional career (2)：
- Dr. of Pharmacy (Osaka University)
- (BLANK)
Work history (6)：
Committee career (6)：
- 2021/04 - 現在 日本薬学会関西支部 支部長
- 2009 - 現在 (社)日本分析化学会 幹事
- 2007 - 現在 近畿化学協会 幹事
- 2020/04 - 2021/03 日本薬学会関西支部 副支部長
- 2015/04 - 2018/03 日本薬学会構造活性相関部会 部会長
- 1993 - 2017 日本化学会情報化学部会 幹事,企画主査,総務主査,編集委員
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Awards (7)：
Association Membership(s) (9)：
(社)日本分析化学会
, 近畿化学協会
, 日本コンピュータ化学会
, 日本計算機統計学会
, 日本分析化学会
, 日本化学会情報化学部会
, 日本化学会
, 日本薬学会
, Society of Computer Chemistry, Japan
